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Check out Bayesian Model Selection. It's the mathematical expression of Occam's Razor.
by JASchilz 13y ago
Check out Bayesian Model Selection. It's the mathematical expression of Occam's Razor.
- khawkins 13y agoMy point is that it shows up everywhere, just in different forms. Sparse coding has a penalty for large basises. Gaussian process regression tunes the density of its representation using Bayesian model Selection. SVMs have a slack parameter which dictates how many errors you'll tolerate to reduce the number of hyperplanes.
- JASchilz 13y agoI apologize, my reply was aimed too low.